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Modeling successive birth interval of women in Ethiopia: application of parametric shared frailty and accelerated failure time model
BACKGROUND: Both short and long birth intervals are associated with many risk factors and about 29% of births are short birth intervals in Ethiopia. The purpose of this study is to model the birth intervals of adult women aged 15–49 years using accelerated failure time and shared frailty models in o...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7847584/ https://www.ncbi.nlm.nih.gov/pubmed/33516220 http://dx.doi.org/10.1186/s12905-021-01190-y |
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author | Mustefa, Nuru Muhammed Belay, Denekew Bitew |
author_facet | Mustefa, Nuru Muhammed Belay, Denekew Bitew |
author_sort | Mustefa, Nuru Muhammed |
collection | PubMed |
description | BACKGROUND: Both short and long birth intervals are associated with many risk factors and about 29% of births are short birth intervals in Ethiopia. The purpose of this study is to model the birth intervals of adult women aged 15–49 years using accelerated failure time and shared frailty models in order to analyze the birth intervals of Ethiopian women. METHODS: The data was obtained from the 2016 Ethiopian Demographic and Health Survey (EDHS). Accelerated failure time with different baseline and shared frailty models are used for the analysis to identify important demographic and socio-economic factors affecting the length of birth intervals and correlates of the birth intervals respectively. RESULTS: The data consists of 9147 women, of which about 7842 (85.5%) are closed interval and the rest of 1323(14.5%) are open interval. Accelerated failure time (AFT) result revealed that women education level, husbands education level, age at first birth, marital status, religion and family wealth index are significant factors affecting birth interval of women in Ethiopia. CONCLUSION: Women with closely spaced births tend to have larger family sizes when compared with women with longer inter-birth interval. Longer successive birth interval tends to reduce the total fertility rate of women. Furthermore, improvements in socio-economic status and level of education of women associate with reduced fertility, improved maternal and child wellbeing, and longer birth interval. |
format | Online Article Text |
id | pubmed-7847584 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-78475842021-02-01 Modeling successive birth interval of women in Ethiopia: application of parametric shared frailty and accelerated failure time model Mustefa, Nuru Muhammed Belay, Denekew Bitew BMC Womens Health Research Article BACKGROUND: Both short and long birth intervals are associated with many risk factors and about 29% of births are short birth intervals in Ethiopia. The purpose of this study is to model the birth intervals of adult women aged 15–49 years using accelerated failure time and shared frailty models in order to analyze the birth intervals of Ethiopian women. METHODS: The data was obtained from the 2016 Ethiopian Demographic and Health Survey (EDHS). Accelerated failure time with different baseline and shared frailty models are used for the analysis to identify important demographic and socio-economic factors affecting the length of birth intervals and correlates of the birth intervals respectively. RESULTS: The data consists of 9147 women, of which about 7842 (85.5%) are closed interval and the rest of 1323(14.5%) are open interval. Accelerated failure time (AFT) result revealed that women education level, husbands education level, age at first birth, marital status, religion and family wealth index are significant factors affecting birth interval of women in Ethiopia. CONCLUSION: Women with closely spaced births tend to have larger family sizes when compared with women with longer inter-birth interval. Longer successive birth interval tends to reduce the total fertility rate of women. Furthermore, improvements in socio-economic status and level of education of women associate with reduced fertility, improved maternal and child wellbeing, and longer birth interval. BioMed Central 2021-01-30 /pmc/articles/PMC7847584/ /pubmed/33516220 http://dx.doi.org/10.1186/s12905-021-01190-y Text en © The Author(s) 2021 Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Mustefa, Nuru Muhammed Belay, Denekew Bitew Modeling successive birth interval of women in Ethiopia: application of parametric shared frailty and accelerated failure time model |
title | Modeling successive birth interval of women in Ethiopia: application of parametric shared frailty and accelerated failure time model |
title_full | Modeling successive birth interval of women in Ethiopia: application of parametric shared frailty and accelerated failure time model |
title_fullStr | Modeling successive birth interval of women in Ethiopia: application of parametric shared frailty and accelerated failure time model |
title_full_unstemmed | Modeling successive birth interval of women in Ethiopia: application of parametric shared frailty and accelerated failure time model |
title_short | Modeling successive birth interval of women in Ethiopia: application of parametric shared frailty and accelerated failure time model |
title_sort | modeling successive birth interval of women in ethiopia: application of parametric shared frailty and accelerated failure time model |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7847584/ https://www.ncbi.nlm.nih.gov/pubmed/33516220 http://dx.doi.org/10.1186/s12905-021-01190-y |
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